🤖 GSSoC FAQ Bot

An intelligent FAQ bot built using Python and Flask, designed to answer queries related to GirlScript Summer of Code (GSSoC). This bot reads FAQs from a JSON file and returns the most relevant answer using semantic similarity via string matching techniques.

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🔧 Features

• Query understanding with string matching Processing
• Cosine similarity-based matching
• Preloaded with GSSoC-related FAQs
• Easy-to-extend question-answer pairs
• REST API endpoint for integration

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🧠 How It Works

1. User enters a query.
2. The bot computes the cosine similarity between the query and all known questions.
3. Returns the most semantically similar answer from the dataset.

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🚀 Getting Started

📋 Prerequisites

• Node.js

🛠 Installation

Clone the repository:

git clone https://github.com/abdulwasaeee/gssocFAQ-Bot.git
cd gssocFAQ-Bot

Install the dependencies:

npm install

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🧪 Run the Bot

Start the Flask server:

node ./index.js

For Docs website of bot Navigate to:

http://localhost:3000/docs

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📝 Add More FAQs

Edit the faq.json file and add more question-answer pairs in the same format:

{
  "questions": [
    {
      "question": "What is GSSoC?",
      "answer": "GirlScript Summer of Code is a 3-month open-source program conducted by GirlScript Foundation."
    }
  ]
}

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🤝 Contributing

Contributions are welcome! Please fork the repository and submit a pull request.

Steps:

1. Fork the repo
2. Create your feature branch (git checkout -b feature/YourFeature)
3. Commit your changes (git commit -m 'Add commit msg')
4. Push to the branch (git push origin feature/YourFeature)
5. Open a Pull Request

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📄 License

This project is licensed under the MIT License. See the LICENSE file for details.

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🌟 Star the repo

If you found this helpful, consider starring the repository to show your support!